{"id":"W4207080554","doi":"10.1016/j.joen.2020.05.017","title":"Insights into the July 2020 Issue of the Journal of Endodontics","year":2020,"lang":"en","type":"editorial","venue":"Journal of Endodontics","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Endodontics; Reading (process); Library science; Medicine; Medical education; Engineering ethics; Dentistry; Computer science; Political science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00119438,0.0007392384,0.002097201,0.0003013174,0.0002797096,0.0001905417,0.003272428,0.0009096201,0.00006710595],"category_scores_gemma":[0.006255941,0.0003912111,0.001794077,0.0007030579,0.0003829028,0.0002863425,0.0005297719,0.004261775,0.00004017045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854125,"about_ca_system_score_gemma":0.001756759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007112003,"about_ca_topic_score_gemma":0.0002573269,"domain_scores_codex":[0.990923,0.0008323248,0.003431013,0.0002781808,0.004059744,0.0004756713],"domain_scores_gemma":[0.9835825,0.002689464,0.008665222,0.0009653253,0.003712207,0.0003852798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004559116,0.0003221884,0.0006973449,0.0003292579,0.002357729,0.001156639,0.001808468,0.0001180448,0.001005242,0.00006995776,0.9910944,0.0005848459],"study_design_scores_gemma":[0.003096138,0.0009632069,0.0004706199,0.0009507214,0.003498032,0.0004241686,0.0003963317,0.00002828833,0.003806451,0.0006043081,0.9854176,0.0003441531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01119888,0.01681417,0.0004353749,0.001353395,0.9681328,0.0004112803,0.0001790651,0.00001107642,0.001463956],"genre_scores_gemma":[0.1087515,0.01247601,0.002152876,0.0002773689,0.8701072,0.00000267867,0.00002515693,0.0002781442,0.005928991],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09802556,"threshold_uncertainty_score":0.999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026608145461505,"score_gpt":0.2726103072787883,"score_spread":0.2623442258241733,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}